update_hyperparams_logistic_moretrees: 'update_hyperparams_logistic_moretrees' Performs...
In emgthomas/moretrees_pkg: Multi-Outcome Regression with Tree-Structured Shrinkage

View source: R/update_hyperparams_logistic_moretrees.R

update_hyperparams_logistic_moretrees Performs hyperparameter updates and computes current value of ELBO in VI algorithm.

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update_hyperparams_logistic_moretrees(X, W, y, outcomes_units, ancestors,
  levels, n, K, p, m, Fg, prob, mu, Sigma, Sigma_det, tau_t, delta, Omega,
  Omega_det, a_t, b_t, eta, g_eta, tau, omega, a, b, update_hyper)

`X, W, y, outcomes_units, ancestors, levels`	outputs from `moretrees_design_tree`
`n, K, p, m, Fg`	computed from the data by `spike_and_slab_logistic_moretrees()`
`prob, mu, Sigma, Sigma_det, tau_t, delta, Omega, Omega_det, a_t, b_t`	variational parameters updated by `update_vi_params_logistic_moretrees()`
`eta, g_eta, tau, omega`	parameters updated by `update_hyperparams_logistic_moretrees()`
`a, b`	fixed hyperparameters
`update_hyper`	If `TRUE`, hyperparameters will be updated